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Temperature and convictions: evidence from India

Published online by Cambridge University Press:  23 August 2023

Terry-Ann Craigie ,
Vis Taraz Open the ORCID record for Vis Taraz [Opens in a new window]  and
Mariyana Zapryanova
Terry-Ann Craigie
Affiliation:
Department of Economics, Smith College, Northampton, MA, USA
Vis Taraz*
Affiliation:
Department of Economics, Smith College, Northampton, MA, USA
Mariyana Zapryanova
Affiliation:
Department of Economics, Smith College, Northampton, MA, USA
*
*Corresponding author. E-mail: vtaraz@smith.edu
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Abstract

High temperatures have been shown to affect human cognition and decision-making in a variety of settings. In this paper, we explore the extent to which higher temperatures affect judicial decision-making in India. We use data on judicial decisions from the Indian eCourt platform, merged with high-resolution gridded daily weather data. We estimate causal effects by leveraging a fixed effects framework. We find that high daily maximum temperatures raise the likelihood of convictions and these results are robust to numerous controls and specifications. Our findings contribute to a growing literature that documents that the negative impacts of rising temperatures are often more severe in low- and middle-income countries.

Keywords

climate changeconvictionsIndiajudicial decisionstemperature

JEL classification

Q54: Climate • Natural Disasters and Their Management • Global Warming K41: Litigation Process K37: Immigration Law

Information

Type
Research Article
Information
Environment and Development Economics , Volume 28 , Issue 6 , December 2023 , pp. 538 - 558
Copyright
Copyright © The Author(s), 2023. Published by Cambridge University Press

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References

Abadie, A, Athey, S, Imbens, GW and Wooldridge, JM (2023) When should you adjust standard errors for clustering?. The Quarterly Journal of Economics 138, 1–35.CrossRefGoogle Scholar
Adhvaryu, A, Kala, N and Nyshadham, A (2020) The light and the heat: Productivity co-benefits of energy-saving technology. Review of Economics and Statistics 102, 779–792.CrossRefGoogle Scholar
Allen, MA and Fischer, GJ (1978) Ambient temperature effects on paired associate learning. Ergonomics 21, 95–101.CrossRefGoogle Scholar
Almås, I, Auffhammer, M, Bold, T, Bolliger, I, Dembo, A, Hsiang, SM, Kitamura, S, Miguel, E and Pickmans, R (2019) Destructive behavior, judgment, and economic decision-making under thermal stress. Technical report, National Bureau of Economic Research.CrossRefGoogle Scholar
Amirapu, A (2021) Justice delayed is growth denied: the effect of slow courts on relationship-specific industries in India. Economic Development and Cultural Change 70, 415–451.CrossRefGoogle Scholar
Anderson, CA, Deuser, WE and DeNeve, KM (1995) Hot temperatures, hostile affect, hostile cognition, and arousal: tests of a general model of affective aggression. Personality and Social Psychology Bulletin 21, 434–448.CrossRefGoogle Scholar
Annan-Phan, S and Ba, BA (2020) Hot temperatures, aggression, and death at the hands of the police: evidence from the US. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3356045.Google Scholar
Archsmith, J, Heyes, A and Saberian, S (2018) Air quality and error quantity: pollution and performance in a high-skilled, quality-focused occupation. Journal of the Association of Environmental and Resource Economists 5, 827–863.CrossRefGoogle Scholar
Ash, E, Asher, S, Bhowmick, A, Bhupatiraju, S, Chen, D, Devi, T, Goessmann, C, Novosad, P and Siddiqi, B (2022) In-group bias in the Indian judiciary: evidence from 5 million criminal cases. Retrieved from https://www.devdatalab.org/judicial-bias.Google Scholar
Baylis, P (2020) Temperature and temperament: evidence from Twitter. Journal of Public Economics 184, 104161.CrossRefGoogle Scholar
Behrer, AP and Bolotnyy, V (2022) Heat, crime, and punishment. World Bank Policy Research Working Paper. Retrieved from https://openknowledge.worldbank.org/handle/10986/36881.CrossRefGoogle Scholar
Behrer, A, Park, R, Wagner, G, Golja, C and Keith, D (2021) Heat has larger impacts on labor in poorer areas. Environmental Research Communications 3, 095001.CrossRefGoogle Scholar
Bharti, NK and Roy, S (2022) The early origins of judicial stringency in bail decisions: evidence from early-childhood exposure to Hindu-Muslim riots in India. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4078646.CrossRefGoogle Scholar
Burgess, R, Deschenes, O, Donaldson, D and Greenstone, M (2017) Weather, climate change and death in India. Retrieved from https://www.lse.ac.uk/economics/Assets/Documents/personal-pages/robin-burgess/weather-climate-change-and-death.pdf.Google Scholar
Burke, M and Tanutama, V (2019) Climatic constraints on aggregate economic output. Retrieved from https://www.nber.org/system/files/working_papers/w25779/w25779.pdf.CrossRefGoogle Scholar
Burkhardt, J, Bayham, J, Wilson, A, Carter, E, Berman, JD, O'Dell, K, Ford, B, Fischer, EV and Pierce, JR (2019) The effect of pollution on crime: evidence from data on particulate matter and ozone. Journal of Environmental Economics and Management 98, 102267.CrossRefGoogle Scholar
Carias, ME, Johnston, D, Knott, R and Sweeney, R (2021) The effects of temperature on economic preferences. arXiv preprint. Retrieved from https://doi.org/10.48550/arXiv.2110.05611.CrossRefGoogle Scholar
Chandrashekaran, S, Sanyal, D and Sekhar, R (2021) Building better courts surveying the infrastructure of India's district courts. Retrieved from https://vidhilegalpolicy.in/wp-content/uploads/2019/08/National-report_BBC.pdf.Google Scholar
Chang, TY, Graff Zivin, J, Gross, T and Neidell, M (2019) The effect of pollution on worker productivity: evidence from call center workers in China. American Economic Journal: Applied Economics 11, 151–172.Google Scholar
Cheema, A and Patrick, VM (2012) Influence of warm versus cool temperatures on consumer choice: a resource depletion account. Journal of Marketing Research 49, 984–995.CrossRefGoogle Scholar
Chen, DL, Moskowitz, TJ and Shue, K (2016) Decision making under the gambler's fallacy: evidence from asylum judges, loan officers, and baseball umpires. The Quarterly Journal of Economics 131, 1181–1242.CrossRefGoogle Scholar
Cheung, SS, McLellan, TM and Tenaglia, S (2000) The thermophysiology of uncompensable heat stress. Sports Medicine 29, 329–359.CrossRefGoogle ScholarPubMed
Colelli, FP, Wing, IS and Cian, ED (2023) Air-conditioning adoption and electricity demand highlight climate change mitigation–adaptation tradeoffs. Scientific Reports 13, 4413.CrossRefGoogle ScholarPubMed
Colmer, J (2021) Temperature, labor reallocation, and industrial production: evidence from India. American Economic Journal: Applied Economics 13, 101–124.Google Scholar
Corbett, J, Wright, J and Tipton, MJ (2020) Sex differences in response to exercise heat stress in the context of the military environment. BMJ Mil Health 169, 94–101.CrossRefGoogle ScholarPubMed
Cunningham, MR (1979) Weather, mood, and helping behavior: quasi experiments with the sunshine samaritan. Journal of Personality and Social Psychology 37, 1947.CrossRefGoogle Scholar
Danziger, S, Levav, J and Avnaim-Pesso, L (2011) Extraneous factors in judicial decisions. Proceedings of the National Academy of Sciences 108, 6889–6892.CrossRefGoogle ScholarPubMed
Dell, M, Jones, BF and Olken, BA (2012) Temperature shocks and economic growth: evidence from the last half century. American Economic Journal: Macroeconomics 4, 66–95.Google Scholar
Dell, M, Jones, BF and Olken, BA (2014) What do we learn from the weather? the new climate-economy literature. Journal of Economic Literature 52, 740–98.CrossRefGoogle Scholar
Denissen, JJ, Butalid, L, Penke, L and Van Aken, MA (2008) The effects of weather on daily mood: a multilevel approach. Emotion 8, 662.CrossRefGoogle Scholar
Deschênes, O and Greenstone, M (2007) The economic impacts of climate change: evidence from agricultural output and random fluctuations in weather. American Economic Review 97, 354–385.CrossRefGoogle Scholar
Deschênes, O and Greenstone, M (2011) Climate change, mortality, and adaptation: evidence from annual fluctuations in weather in the US. American Economic Journal: Applied Economics 3, 152–185.Google Scholar
Diffenbaugh, NS and Burke, M (2019) Global warming has increased global economic inequality. Proceedings of the National Academy of Sciences 7, 201816020–6.Google Scholar
Ebenstein, A, Lavy, V and Roth, S (2016) The long-run economic consequences of high-stakes examinations: evidence from transitory variation in pollution. American Economic Journal: Applied Economics 8, 36–65.Google Scholar
Englich, B and Soder, K (2009) Moody experts—how mood and expertise influence judgmental anchoring. Judgment and Decision Making 4, 41.CrossRefGoogle Scholar
Eren, O and Mocan, N (2018) Emotional judges and unlucky juveniles. American Economic Journal: Applied Economics 10, 171–205.Google Scholar
Garg, T, Jagnani, M and Taraz, V (2020) Temperature and human capital in India. Journal of the Association of Environmental and Resource Economists 7, 1113–1150.CrossRefGoogle Scholar
Graff Zivin, J, Hsiang, SM and Neidell, M (2018) Temperature and human capital in the short and long run. Journal of the Association of Environmental and Resource Economists 5, 77–105.CrossRefGoogle Scholar
Guthrie, C, Rachlinski, JJ and Wistrich, AJ (2007) Blinking on the bench: how judges decide cases. Cornell Law Review 93, 1.Google Scholar
Hancock, PA and Vasmatzidis, I (2003) Effects of heat stress on cognitive performance: the current state of knowledge. International Journal of Hyperthermia 19, 355–372.CrossRefGoogle ScholarPubMed
Harrington, LJ, Frame, DJ, Fischer, EM, Hawkins, E, Joshi, M and Jones, CD (2016) Poorest countries experience earlier anthropogenic emergence of daily temperature extremes. Environmental Research Letters 11, 055007.CrossRefGoogle Scholar
Harris, AP and Sen, M (2022) How judges’ professional experience impacts case outcomes: an examination of public defenders and criminal sentencing. Retrieved from https://scholar.harvard.edu/files/msen/files/harris-sen-public-defenders.pdf.Google Scholar
Hersbach, H, Bell, B, Berrisford, P, Hirahara, S, Horányi, A, Muñoz-Sabater, J and Thepaut, J-N (2020) The ERA5 global reanalysis. Quarterly Journal of the Royal Meteorological Society 146, 1999–2049.CrossRefGoogle Scholar
Heyes, A and Saberian, S (2019) Temperature and decisions: evidence from 207,000 court cases. American Economic Journal: Applied Economics 11, 238–265.Google Scholar
Heyes, A and Saberian, S (2022) Hot days, the ability to work and climate resilience: evidence from a representative sample of 42,152 Indian households. Journal of Development Economics 155, 102786.CrossRefGoogle Scholar
Hogan, D and Schlenker, W (2023) ERA5-land and GMFD uncover the effect of daily temperature extremes on us agricultural yields. Retrieved from https://ceep.columbia.edu/sites/default/files/content/papers/n25.pdf.Google Scholar
Holtermann, L (2020) Precipitation anomalies, economic production, and the role of ‘first-nature’ and ‘second-nature’ geographies: a disaggregated analysis in high-income countries. Global Environmental Change 65, 102167.CrossRefGoogle Scholar
Inness, A, Ades, M, Agustí-Panareda, A, Barré, J, Benedictow, A, Blechschmidt, A-M, Dominguez, JJ, Engelen, R, Eskes, H and Flemming, J (2019) The CAMS reanalysis of atmospheric composition. Atmospheric Chemistry and Physics 19, 3515–3556.CrossRefGoogle Scholar
Jaffe, J (2017) After Nanavati: the last jury trial in India?. Economic & Political Weekly 52, 19.Google Scholar
Jing, S, Li, B, Tan, M and Liu, H (2013) Impact of relative humidity on thermal comfort in a warm environment. Indoor and Built Environment 22, 598–607.CrossRefGoogle Scholar
Johnston, DW, Knott, R, Mendolia, S and Siminski, P (2021) Upside-down down-under: cold temperatures reduce learning in Australia. Economics of Education Review 85, 102172.CrossRefGoogle Scholar
Krebs, B (2022) Temperature and cognitive performance. Retrieved from https://ceepr.mit.edu/wp-content/uploads/2022/12/2022-019.pdf.Google Scholar
Lawrence, MG (2005) The relationship between relative humidity and the dewpoint temperature in moist air: a simple conversion and applications. Bulletin of the American Meteorological Society 86, 225–234.CrossRefGoogle Scholar
Lemke, B and Kjellstrom, T (2012) Calculating workplace WBGT from meteorological data: a tool for climate change assessment. Industrial Health 50, 267–278.CrossRefGoogle Scholar
Ludwig, J and Mullainathan, S (2021) Fragile algorithms and fallible decision-makers: lessons from the justice system. Journal of Economic Perspectives 35, 71–96.CrossRefGoogle Scholar
Mendelsohn, R, Dinar, A and Williams, L (2006) The distributional impact of climate change on rich and poor countries. Environment and Development Economics 11, 159–178.CrossRefGoogle Scholar
Mukherjee, A and Sanders, NJ (2021) The causal effect of heat on violence: social implications of unmitigated heat among the incarcerated. National Bureau of Economic Research Working Paper. Retrieved from https://www.nber.org/system/files/working_papers/w28987/w28987.pdf.CrossRefGoogle Scholar
Obradovich, N, Tingley, D and Rahwan, I (2018) Effects of environmental stressors on daily governance. Proceedings of the National Academy of Sciences 115, 8710–8715.CrossRefGoogle ScholarPubMed
Park, RJ (2022) Hot temperature and high-stakes performance. Journal of Human Resources 57, 400–434.CrossRefGoogle Scholar
Philippe, A and Ouss, A (2018) No hatred or malice, ‘fear or affection’: media and sentencing. Journal of Political Economy 126, 2134–2178.CrossRefGoogle Scholar
Ranson, M (2014) Crime, weather, and climate change. Journal of Environmental Economics and Management 67, 274–302.CrossRefGoogle Scholar
Rehdanz, K and Maddison, D (2005) Climate and happiness. Ecological Economics 52, 111–125.CrossRefGoogle Scholar
Schlenker, W and Roberts, MJ (2009) Nonlinear temperature effects indicate severe damages to US crop yields under climate change. Proceedings of the National Academy of Sciences 106, 15594–15598.CrossRefGoogle ScholarPubMed
Shumway, C and Wilson, R (2022) Workplace disruptions, judge caseloads, and judge decisions: evidence from SSA judicial corps retirements. Journal of Public Economics 205, 104573.CrossRefGoogle Scholar
Siminski, P and Evans, S (2021) The effect of outside temperatures on criminal court sentencing decisions. Series of Unsurprising Results in Economics.Google Scholar
Somanathan, E, Somanathan, R, Sudarshan, A and Tewari, M (2021) The impact of temperature on productivity and labor supply: evidence from Indian manufacturing. Journal of Political Economy 129, 1797–1827.CrossRefGoogle Scholar
Spamann, H (2022) Comment on’ temperature and decisions: evidence from 207000 court cases’. American Economic Journal: Applied Economics 14, 519–28.Google Scholar
Stocker, TF, Qin, D, Plattner, G-K, Tignor, MMB, Allen, SK, Boschung, J, Nauels, A, Xia, Y, Bex, V and Midgley, PM (eds) (2014) Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of IPCC the Intergovernmental Panel on Climate Change. Cambridge: Cambridge University Press. doi: 10.1017/CBO9781107415324Google Scholar
Times of India (2010). Courts will take 320 years to clear backlog cases: Justice Rao. Times of India.Google Scholar
Yi, F, Zhou, T, Yu, L, McCarl, B, Wang, Y, Jiang, F and Wang, Y (2021) Outdoor heat stress and cognition: effects on those over 40 years old in China. Weather and Climate Extremes 32, 100308.CrossRefGoogle Scholar
Zhang, X, Chen, X and Zhang, X (2021) Temperature and low-stakes cognitive performance. medRxiv, 2021–10.CrossRefGoogle Scholar
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